Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 20165 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1333 |
| Duplicate rows (%) | 6.6% |
| Total size in memory | 4.5 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 10 |
незачет сразу has constant value "" | Constant |
| Dataset has 1333 (6.6%) duplicate rows | Duplicates |
Семестр is highly overall correlated with Накоп зачет сразу and 1 other fields | High correlation |
удовлетворительно сразу is highly overall correlated with отлично сразу and 1 other fields | High correlation |
отлично сразу is highly overall correlated with удовлетворительно сразу and 1 other fields | High correlation |
зачет с исправлением is highly overall correlated with незачет до исправления and 1 other fields | High correlation |
незачет до исправления is highly overall correlated with зачет с исправлением and 1 other fields | High correlation |
Накоп зачет сразу is highly overall correlated with Семестр and 1 other fields | High correlation |
Накоп удовлетворительно сразу is highly overall correlated with удовлетворительно сразу | High correlation |
Накоп хорошо сразу is highly overall correlated with Семестр and 1 other fields | High correlation |
Накоп отлично сразу is highly overall correlated with отлично сразу | High correlation |
Накоп зачет с исправлением is highly overall correlated with Накоп незачет до исправления and 1 other fields | High correlation |
Накоп удовлетворительно с исправлением is highly overall correlated with Накоп зачет до исправления | High correlation |
Накоп хорошо с исправлением is highly overall correlated with Накоп удовлетворительно до исправления | High correlation |
Накоп незачет до исправления is highly overall correlated with Накоп зачет с исправлением and 1 other fields | High correlation |
Накоп зачет до исправления is highly overall correlated with Накоп удовлетворительно с исправлением | High correlation |
Накоп удовлетворительно до исправления is highly overall correlated with Накоп хорошо с исправлением | High correlation |
удовлетворительно с исправлением is highly overall correlated with зачет с исправлением and 3 other fields | High correlation |
хорошо с исправлением is highly overall correlated with удовлетворительно до исправления | High correlation |
отлично с исправлением is highly overall correlated with хорошо до исправления | High correlation |
удовлетворительно до исправления is highly overall correlated with хорошо с исправлением | High correlation |
хорошо до исправления is highly overall correlated with отлично с исправлением | High correlation |
удовлетворительно с исправлением is highly imbalanced (89.5%) | Imbalance |
хорошо с исправлением is highly imbalanced (79.4%) | Imbalance |
отлично с исправлением is highly imbalanced (72.3%) | Imbalance |
зачет до исправления is highly imbalanced (73.4%) | Imbalance |
удовлетворительно до исправления is highly imbalanced (81.9%) | Imbalance |
хорошо до исправления is highly imbalanced (80.2%) | Imbalance |
зачет с исправлением is highly skewed (γ1 = 34.42537372) | Skewed |
незачет до исправления is highly skewed (γ1 = 30.9383154) | Skewed |
Накоп зачет с исправлением is highly skewed (γ1 = 24.6078805) | Skewed |
Накоп незачет до исправления is highly skewed (γ1 = 20.3191549) | Skewed |
зачет сразу has 350 (1.7%) zeros | Zeros |
удовлетворительно сразу has 12180 (60.4%) zeros | Zeros |
хорошо сразу has 6912 (34.3%) zeros | Zeros |
отлично сразу has 9337 (46.3%) zeros | Zeros |
зачет с исправлением has 20104 (99.7%) zeros | Zeros |
незачет до исправления has 19992 (99.1%) zeros | Zeros |
Накоп незачет сразу has 19155 (95.0%) zeros | Zeros |
Накоп удовлетворительно сразу has 7927 (39.3%) zeros | Zeros |
Накоп хорошо сразу has 2665 (13.2%) zeros | Zeros |
Накоп отлично сразу has 4411 (21.9%) zeros | Zeros |
Накоп зачет с исправлением has 19876 (98.6%) zeros | Zeros |
Накоп удовлетворительно с исправлением has 18019 (89.4%) zeros | Zeros |
Накоп хорошо с исправлением has 15465 (76.7%) zeros | Zeros |
Накоп отлично с исправлением has 14366 (71.2%) zeros | Zeros |
Накоп незачет до исправления has 19462 (96.5%) zeros | Zeros |
Накоп зачет до исправления has 14717 (73.0%) zeros | Zeros |
Накоп удовлетворительно до исправления has 17032 (84.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-02 12:02:11.330112 |
|---|---|
| Analysis finished | 2023-10-02 12:03:06.490236 |
| Duration | 55.16 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Семестр
Real number (ℝ)
HIGH CORRELATION
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0658071 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5276852 |
|---|---|
| Coefficient of variation (CV) | 0.62169334 |
| Kurtosis | -0.78907375 |
| Mean | 4.0658071 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.54337145 |
| Sum | 81987 |
| Variance | 6.3891923 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 3637 | |
| 2 | 3377 | |
| 3 | 3201 | |
| 4 | 2079 | |
| 5 | 1845 | |
| 6 | 1803 | |
| 7 | 1619 | |
| 8 | 1604 | |
| 9 | 544 | 2.7% |
| 10 | 443 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 3637 | |
| 2 | 3377 | |
| 3 | 3201 | |
| 4 | 2079 | |
| 5 | 1845 | |
| 6 | 1803 | |
| 7 | 1619 | |
| 8 | 1604 | |
| 9 | 544 | 2.7% |
| 10 | 443 | 2.2% |
| Value | Count | Frequency (%) |
| 11 | 13 | 0.1% |
| 10 | 443 | 2.2% |
| 9 | 544 | 2.7% |
| 8 | 1604 | |
| 7 | 1619 | |
| 6 | 1803 | |
| 5 | 1845 | |
| 4 | 2079 | |
| 3 | 3201 | |
| 2 | 3377 |
Форма обучения
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 128 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20165 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14240 | |
| 2 | 5797 | |
| 1 | 128 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14240 | |
| 2 | 5797 | |
| 1 | 128 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14240 | |
| 2 | 5797 | |
| 1 | 128 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14240 | |
| 2 | 5797 | |
| 1 | 128 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20165 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14240 | |
| 2 | 5797 | |
| 1 | 128 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20165 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14240 | |
| 2 | 5797 | |
| 1 | 128 | 0.6% |
Квалификация
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0 | |
|---|---|
| 2 | |
| 3 | 1096 |
| 1 | 1046 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20165 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 14509 | |
| 2 | 3514 | 17.4% |
| 3 | 1096 | 5.4% |
| 1 | 1046 | 5.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 14509 | |
| 2 | 3514 | 17.4% |
| 3 | 1096 | 5.4% |
| 1 | 1046 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14509 | |
| 2 | 3514 | 17.4% |
| 3 | 1096 | 5.4% |
| 1 | 1046 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14509 | |
| 2 | 3514 | 17.4% |
| 3 | 1096 | 5.4% |
| 1 | 1046 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20165 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14509 | |
| 2 | 3514 | 17.4% |
| 3 | 1096 | 5.4% |
| 1 | 1046 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20165 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14509 | |
| 2 | 3514 | 17.4% |
| 3 | 1096 | 5.4% |
| 1 | 1046 | 5.2% |
незачет сразу
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20165 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 20165 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 20165 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 20165 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20165 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 20165 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20165 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 20165 |
зачет сразу
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9500124 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 350 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6303937 |
|---|---|
| Coefficient of variation (CV) | 0.4127566 |
| Kurtosis | 0.27167512 |
| Mean | 3.9500124 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.038516143 |
| Sum | 79652 |
| Variance | 2.6581835 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 4 | 5753 | |
| 5 | 4227 | |
| 3 | 2948 | |
| 6 | 2473 | |
| 2 | 2426 | |
| 1 | 1226 | 6.1% |
| 7 | 526 | 2.6% |
| 0 | 350 | 1.7% |
| 8 | 131 | 0.6% |
| 10 | 50 | 0.2% |
| Other values (2) | 55 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 350 | 1.7% |
| 1 | 1226 | 6.1% |
| 2 | 2426 | |
| 3 | 2948 | |
| 4 | 5753 | |
| 5 | 4227 | |
| 6 | 2473 | |
| 7 | 526 | 2.6% |
| 8 | 131 | 0.6% |
| 9 | 45 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 10 | < 0.1% |
| 10 | 50 | 0.2% |
| 9 | 45 | 0.2% |
| 8 | 131 | 0.6% |
| 7 | 526 | 2.6% |
| 6 | 2473 | |
| 5 | 4227 | |
| 4 | 5753 | |
| 3 | 2948 | |
| 2 | 2426 |
удовлетворительно сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76047607 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 12180 |
| Zeros (%) | 60.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1351601 |
|---|---|
| Coefficient of variation (CV) | 1.4926967 |
| Kurtosis | 1.5165495 |
| Mean | 0.76047607 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4810711 |
| Sum | 15335 |
| Variance | 1.2885885 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 12180 | |
| 1 | 3496 | 17.3% |
| 2 | 2425 | 12.0% |
| 3 | 1388 | 6.9% |
| 4 | 577 | 2.9% |
| 5 | 80 | 0.4% |
| 6 | 17 | 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 12180 | |
| 1 | 3496 | 17.3% |
| 2 | 2425 | 12.0% |
| 3 | 1388 | 6.9% |
| 4 | 577 | 2.9% |
| 5 | 80 | 0.4% |
| 6 | 17 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 17 | 0.1% |
| 5 | 80 | 0.4% |
| 4 | 577 | 2.9% |
| 3 | 1388 | 6.9% |
| 2 | 2425 | 12.0% |
| 1 | 3496 | 17.3% |
| 0 | 12180 |
хорошо сразу
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2533598 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 6912 |
| Zeros (%) | 34.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2090256 |
|---|---|
| Coefficient of variation (CV) | 0.96462775 |
| Kurtosis | 1.0378137 |
| Mean | 1.2533598 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.88151183 |
| Sum | 25274 |
| Variance | 1.461743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 6912 | |
| 1 | 5639 | |
| 2 | 4341 | |
| 3 | 2336 | 11.6% |
| 4 | 821 | 4.1% |
| 5 | 81 | 0.4% |
| 6 | 18 | 0.1% |
| 9 | 6 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6912 | |
| 1 | 5639 | |
| 2 | 4341 | |
| 3 | 2336 | 11.6% |
| 4 | 821 | 4.1% |
| 5 | 81 | 0.4% |
| 6 | 18 | 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 6 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 18 | 0.1% |
| 5 | 81 | 0.4% |
| 4 | 821 | 4.1% |
| 3 | 2336 | |
| 2 | 4341 |
отлично сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1183238 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 9337 |
| Zeros (%) | 46.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.3383558 |
|---|---|
| Coefficient of variation (CV) | 1.1967515 |
| Kurtosis | 2.2416734 |
| Mean | 1.1183238 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.2371923 |
| Sum | 22551 |
| Variance | 1.7911962 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 9337 | |
| 1 | 4410 | |
| 2 | 2799 | 13.9% |
| 3 | 2228 | 11.0% |
| 4 | 1231 | 6.1% |
| 5 | 113 | 0.6% |
| 6 | 20 | 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 4 | < 0.1% |
| Other values (4) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9337 | |
| 1 | 4410 | |
| 2 | 2799 | 13.9% |
| 3 | 2228 | 11.0% |
| 4 | 1231 | 6.1% |
| 5 | 113 | 0.6% |
| 6 | 20 | 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 3 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 8 | < 0.1% |
| 6 | 20 | 0.1% |
| 5 | 113 | 0.6% |
| 4 | 1231 |
зачет с исправлением
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004363997 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 20104 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.098997146 |
|---|---|
| Coefficient of variation (CV) | 22.684971 |
| Kurtosis | 1456.7149 |
| Mean | 0.004363997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.425374 |
| Sum | 88 |
| Variance | 0.0098004348 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 20104 | |
| 1 | 50 | 0.2% |
| 2 | 4 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 20104 | |
| 1 | 50 | 0.2% |
| 2 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 1 | 50 | 0.2% |
| 0 | 20104 |
удовлетворительно с исправлением
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 603 |
| 2.0 | 30 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60495 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 19531 | |
| 1.0 | 603 | 3.0% |
| 2.0 | 30 | 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 19531 | |
| 1.0 | 603 | 3.0% |
| 2.0 | 30 | 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39696 | |
| . | 20165 | |
| 1 | 603 | 1.0% |
| 2 | 30 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40330 | |
| Other Punctuation | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 39696 | |
| 1 | 603 | 1.5% |
| 2 | 30 | 0.1% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60495 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 39696 | |
| . | 20165 | |
| 1 | 603 | 1.0% |
| 2 | 30 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 39696 | |
| . | 20165 | |
| 1 | 603 | 1.0% |
| 2 | 30 | < 0.1% |
| 3 | 1 | < 0.1% |
хорошо с исправлением
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1725 |
| 2.0 | 125 |
| 3.0 | 3 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60495 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18310 | |
| 1.0 | 1725 | 8.6% |
| 2.0 | 125 | 0.6% |
| 3.0 | 3 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 18310 | |
| 1.0 | 1725 | 8.6% |
| 2.0 | 125 | 0.6% |
| 3.0 | 3 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38475 | |
| . | 20165 | |
| 1 | 1725 | 2.9% |
| 2 | 125 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40330 | |
| Other Punctuation | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38475 | |
| 1 | 1725 | 4.3% |
| 2 | 125 | 0.3% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60495 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38475 | |
| . | 20165 | |
| 1 | 1725 | 2.9% |
| 2 | 125 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38475 | |
| . | 20165 | |
| 1 | 1725 | 2.9% |
| 2 | 125 | 0.2% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
отлично с исправлением
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 310 |
| 3.0 | 14 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60495 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 17468 | |
| 1.0 | 2371 | 11.8% |
| 2.0 | 310 | 1.5% |
| 3.0 | 14 | 0.1% |
| 4.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 17468 | |
| 1.0 | 2371 | 11.8% |
| 2.0 | 310 | 1.5% |
| 3.0 | 14 | 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37633 | |
| . | 20165 | |
| 1 | 2371 | 3.9% |
| 2 | 310 | 0.5% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40330 | |
| Other Punctuation | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37633 | |
| 1 | 2371 | 5.9% |
| 2 | 310 | 0.8% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60495 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37633 | |
| . | 20165 | |
| 1 | 2371 | 3.9% |
| 2 | 310 | 0.5% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37633 | |
| . | 20165 | |
| 1 | 2371 | 3.9% |
| 2 | 310 | 0.5% |
| 3 | 14 | < 0.1% |
| 4 | 2 | < 0.1% |
незачет до исправления
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01190181 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 19992 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.18134911 |
|---|---|
| Coefficient of variation (CV) | 15.237104 |
| Kurtosis | 1234.6623 |
| Mean | 0.01190181 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.938315 |
| Sum | 240 |
| Variance | 0.032887501 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 19992 | |
| 1 | 152 | 0.8% |
| 2 | 11 | 0.1% |
| 8 | 6 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19992 | |
| 1 | 152 | 0.8% |
| 2 | 11 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 6 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 11 | 0.1% |
| 1 | 152 | 0.8% |
| 0 | 19992 |
зачет до исправления
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 218 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60495 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18077 | |
| 1.0 | 1868 | 9.3% |
| 2.0 | 218 | 1.1% |
| 3.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 18077 | |
| 1.0 | 1868 | 9.3% |
| 2.0 | 218 | 1.1% |
| 3.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38242 | |
| . | 20165 | |
| 1 | 1868 | 3.1% |
| 2 | 218 | 0.4% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40330 | |
| Other Punctuation | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38242 | |
| 1 | 1868 | 4.6% |
| 2 | 218 | 0.5% |
| 3 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60495 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38242 | |
| . | 20165 | |
| 1 | 1868 | 3.1% |
| 2 | 218 | 0.4% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38242 | |
| . | 20165 | |
| 1 | 1868 | 3.1% |
| 2 | 218 | 0.4% |
| 3 | 2 | < 0.1% |
удовлетворительно до исправления
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1172 |
| 2.0 | 92 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60495 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18900 | |
| 1.0 | 1172 | 5.8% |
| 2.0 | 92 | 0.5% |
| 3.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 18900 | |
| 1.0 | 1172 | 5.8% |
| 2.0 | 92 | 0.5% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39065 | |
| . | 20165 | |
| 1 | 1172 | 1.9% |
| 2 | 92 | 0.2% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40330 | |
| Other Punctuation | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 39065 | |
| 1 | 1172 | 2.9% |
| 2 | 92 | 0.2% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60495 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 39065 | |
| . | 20165 | |
| 1 | 1172 | 1.9% |
| 2 | 92 | 0.2% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 39065 | |
| . | 20165 | |
| 1 | 1172 | 1.9% |
| 2 | 92 | 0.2% |
| 3 | 1 | < 0.1% |
хорошо до исправления
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1541 |
| 2.0 | 157 |
| 3.0 | 5 |
| 4.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60495 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18460 | |
| 1.0 | 1541 | 7.6% |
| 2.0 | 157 | 0.8% |
| 3.0 | 5 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 18460 | |
| 1.0 | 1541 | 7.6% |
| 2.0 | 157 | 0.8% |
| 3.0 | 5 | < 0.1% |
| 4.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38625 | |
| . | 20165 | |
| 1 | 1541 | 2.5% |
| 2 | 157 | 0.3% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40330 | |
| Other Punctuation | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38625 | |
| 1 | 1541 | 3.8% |
| 2 | 157 | 0.4% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20165 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60495 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38625 | |
| . | 20165 | |
| 1 | 1541 | 2.5% |
| 2 | 157 | 0.3% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38625 | |
| . | 20165 | |
| 1 | 1541 | 2.5% |
| 2 | 157 | 0.3% |
| 3 | 5 | < 0.1% |
| 4 | 2 | < 0.1% |
Накоп незачет сразу
Real number (ℝ)
ZEROS
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30300025 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 19155 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.7453522 |
|---|---|
| Coefficient of variation (CV) | 5.7602334 |
| Kurtosis | 92.146763 |
| Mean | 0.30300025 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4460722 |
| Sum | 6110 |
| Variance | 3.0462541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 0 | 19155 | |
| 2 | 314 | 1.6% |
| 3 | 120 | 0.6% |
| 4 | 106 | 0.5% |
| 5 | 71 | 0.4% |
| 6 | 67 | 0.3% |
| 8 | 59 | 0.3% |
| 7 | 46 | 0.2% |
| 10 | 31 | 0.2% |
| 11 | 30 | 0.1% |
| Other values (17) | 166 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 19155 | |
| 2 | 314 | 1.6% |
| 3 | 120 | 0.6% |
| 4 | 106 | 0.5% |
| 5 | 71 | 0.4% |
| 6 | 67 | 0.3% |
| 7 | 46 | 0.2% |
| 8 | 59 | 0.3% |
| 9 | 25 | 0.1% |
| 10 | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 28 | 3 | < 0.1% |
| 26 | 3 | < 0.1% |
| 24 | 3 | < 0.1% |
| 22 | 9 | |
| 21 | 9 | |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
Накоп зачет сразу
Real number (ℝ)
HIGH CORRELATION
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.96727 |
| Minimum | 0 |
|---|---|
| Maximum | 72 |
| Zeros | 14 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 15 |
| Q3 | 28 |
| 95-th percentile | 39 |
| Maximum | 72 |
| Range | 72 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.208974 |
|---|---|
| Coefficient of variation (CV) | 0.67951189 |
| Kurtosis | -0.45974596 |
| Mean | 17.96727 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.66165568 |
| Sum | 362310 |
| Variance | 149.05904 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 1913 | 9.5% |
| 8 | 1242 | 6.2% |
| 10 | 1146 | 5.7% |
| 11 | 1122 | 5.6% |
| 9 | 815 | 4.0% |
| 5 | 759 | 3.8% |
| 15 | 659 | 3.3% |
| 29 | 536 | 2.7% |
| 13 | 507 | 2.5% |
| 20 | 470 | 2.3% |
| Other values (61) | 10996 |
| Value | Count | Frequency (%) |
| 0 | 14 | 0.1% |
| 1 | 52 | 0.3% |
| 2 | 306 | 1.5% |
| 3 | 458 | 2.3% |
| 4 | 1913 | |
| 5 | 759 | 3.8% |
| 6 | 462 | 2.3% |
| 7 | 424 | 2.1% |
| 8 | 1242 | |
| 9 | 815 |
| Value | Count | Frequency (%) |
| 72 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 69 | 2 | < 0.1% |
| 67 | 3 | |
| 66 | 3 | |
| 65 | 2 | < 0.1% |
| 64 | 4 | |
| 63 | 2 | < 0.1% |
| 62 | 5 | |
| 61 | 4 |
Накоп удовлетворительно сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1760476 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 7927 |
| Zeros (%) | 39.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 17 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.208828 |
|---|---|
| Coefficient of variation (CV) | 1.4867714 |
| Kurtosis | 9.0698505 |
| Mean | 4.1760476 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4686864 |
| Sum | 84210 |
| Variance | 38.549545 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7927 | |
| 1 | 2169 | 10.8% |
| 2 | 1653 | 8.2% |
| 3 | 1152 | 5.7% |
| 4 | 985 | 4.9% |
| 5 | 862 | 4.3% |
| 6 | 673 | 3.3% |
| 7 | 596 | 3.0% |
| 8 | 544 | 2.7% |
| 10 | 478 | 2.4% |
| Other values (49) | 3126 | 15.5% |
| Value | Count | Frequency (%) |
| 0 | 7927 | |
| 1 | 2169 | 10.8% |
| 2 | 1653 | 8.2% |
| 3 | 1152 | 5.7% |
| 4 | 985 | 4.9% |
| 5 | 862 | 4.3% |
| 6 | 673 | 3.3% |
| 7 | 596 | 3.0% |
| 8 | 544 | 2.7% |
| 9 | 433 | 2.1% |
| Value | Count | Frequency (%) |
| 64 | 1 | |
| 62 | 1 | |
| 61 | 2 | |
| 59 | 1 | |
| 58 | 1 | |
| 56 | 1 | |
| 54 | 1 | |
| 53 | 1 | |
| 52 | 1 | |
| 50 | 2 |
Накоп хорошо сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0155219 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 2665 |
| Zeros (%) | 13.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 17 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.4158828 |
|---|---|
| Coefficient of variation (CV) | 0.90031802 |
| Kurtosis | 0.57534233 |
| Mean | 6.0155219 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.99594942 |
| Sum | 121303 |
| Variance | 29.331786 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 0 | 2665 | |
| 1 | 2190 | |
| 2 | 2077 | |
| 3 | 1775 | 8.8% |
| 4 | 1354 | 6.7% |
| 5 | 1185 | 5.9% |
| 6 | 1132 | 5.6% |
| 7 | 977 | 4.8% |
| 8 | 915 | 4.5% |
| 9 | 913 | 4.5% |
| Other values (26) | 4982 |
| Value | Count | Frequency (%) |
| 0 | 2665 | |
| 1 | 2190 | |
| 2 | 2077 | |
| 3 | 1775 | |
| 4 | 1354 | |
| 5 | 1185 | |
| 6 | 1132 | |
| 7 | 977 | 4.8% |
| 8 | 915 | 4.5% |
| 9 | 913 | 4.5% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 31 | 4 | |
| 30 | 3 | < 0.1% |
| 29 | 5 | |
| 28 | 7 | |
| 27 | 9 | |
| 26 | 8 |
Накоп отлично сразу
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2745847 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 4411 |
| Zeros (%) | 21.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 16 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.3081433 |
|---|---|
| Coefficient of variation (CV) | 1.2417916 |
| Kurtosis | 5.0201892 |
| Mean | 4.2745847 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.0896664 |
| Sum | 86197 |
| Variance | 28.176385 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0 | 4411 | |
| 1 | 3170 | |
| 2 | 2767 | |
| 3 | 2079 | |
| 4 | 1318 | 6.5% |
| 5 | 1009 | 5.0% |
| 6 | 985 | 4.9% |
| 7 | 684 | 3.4% |
| 8 | 622 | 3.1% |
| 9 | 523 | 2.6% |
| Other values (30) | 2597 |
| Value | Count | Frequency (%) |
| 0 | 4411 | |
| 1 | 3170 | |
| 2 | 2767 | |
| 3 | 2079 | |
| 4 | 1318 | 6.5% |
| 5 | 1009 | 5.0% |
| 6 | 985 | 4.9% |
| 7 | 684 | 3.4% |
| 8 | 622 | 3.1% |
| 9 | 523 | 2.6% |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 4 | < 0.1% |
| 32 | 6 | < 0.1% |
| 31 | 8 | |
| 30 | 19 |
Накоп зачет с исправлением
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.020034714 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 19876 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.22445972 |
|---|---|
| Coefficient of variation (CV) | 11.20354 |
| Kurtosis | 915.76948 |
| Mean | 0.020034714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.60788 |
| Sum | 404 |
| Variance | 0.050382165 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 19876 | |
| 1 | 234 | 1.2% |
| 2 | 38 | 0.2% |
| 3 | 6 | < 0.1% |
| 5 | 5 | < 0.1% |
| 9 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19876 | |
| 1 | 234 | 1.2% |
| 2 | 38 | 0.2% |
| 3 | 6 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 5 | < 0.1% |
| 3 | 6 | < 0.1% |
| 2 | 38 | 0.2% |
| 1 | 234 | 1.2% |
| 0 | 19876 |
Накоп удовлетворительно с исправлением
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15140094 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 18019 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.51233413 |
|---|---|
| Coefficient of variation (CV) | 3.383956 |
| Kurtosis | 28.868843 |
| Mean | 0.15140094 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6370987 |
| Sum | 3053 |
| Variance | 0.26248626 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 18019 | |
| 1 | 1550 | 7.7% |
| 2 | 371 | 1.8% |
| 3 | 168 | 0.8% |
| 4 | 40 | 0.2% |
| 5 | 11 | 0.1% |
| 7 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 18019 | |
| 1 | 1550 | 7.7% |
| 2 | 371 | 1.8% |
| 3 | 168 | 0.8% |
| 4 | 40 | 0.2% |
| 5 | 11 | 0.1% |
| 7 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 6 | < 0.1% |
| 5 | 11 | 0.1% |
| 4 | 40 | 0.2% |
| 3 | 168 | 0.8% |
| 2 | 371 | 1.8% |
| 1 | 1550 | 7.7% |
| 0 | 18019 |
Накоп хорошо с исправлением
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36191421 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 15465 |
| Zeros (%) | 76.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.78389962 |
|---|---|
| Coefficient of variation (CV) | 2.1659819 |
| Kurtosis | 8.8926605 |
| Mean | 0.36191421 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7391415 |
| Sum | 7298 |
| Variance | 0.61449862 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 15465 | |
| 1 | 2995 | 14.9% |
| 2 | 1099 | 5.5% |
| 3 | 391 | 1.9% |
| 4 | 159 | 0.8% |
| 5 | 41 | 0.2% |
| 6 | 14 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15465 | |
| 1 | 2995 | 14.9% |
| 2 | 1099 | 5.5% |
| 3 | 391 | 1.9% |
| 4 | 159 | 0.8% |
| 5 | 41 | 0.2% |
| 6 | 14 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 14 | 0.1% |
| 5 | 41 | 0.2% |
| 4 | 159 | 0.8% |
| 3 | 391 | 1.9% |
| 2 | 1099 | 5.5% |
| 1 | 2995 | 14.9% |
| 0 | 15465 |
Накоп отлично с исправлением
Real number (ℝ)
ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46853459 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 14366 |
| Zeros (%) | 71.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.91341273 |
|---|---|
| Coefficient of variation (CV) | 1.9495097 |
| Kurtosis | 8.5749481 |
| Mean | 0.46853459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6057177 |
| Sum | 9448 |
| Variance | 0.83432281 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 14366 | |
| 1 | 3580 | 17.8% |
| 2 | 1322 | 6.6% |
| 3 | 561 | 2.8% |
| 4 | 206 | 1.0% |
| 5 | 84 | 0.4% |
| 6 | 29 | 0.1% |
| 7 | 13 | 0.1% |
| 8 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14366 | |
| 1 | 3580 | 17.8% |
| 2 | 1322 | 6.6% |
| 3 | 561 | 2.8% |
| 4 | 206 | 1.0% |
| 5 | 84 | 0.4% |
| 6 | 29 | 0.1% |
| 7 | 13 | 0.1% |
| 8 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 4 | < 0.1% |
| 7 | 13 | 0.1% |
| 6 | 29 | 0.1% |
| 5 | 84 | 0.4% |
| 4 | 206 | 1.0% |
| 3 | 561 | 2.8% |
| 2 | 1322 | 6.6% |
| 1 | 3580 | 17.8% |
| 0 | 14366 |
Накоп незачет до исправления
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.057376643 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 19462 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.45555353 |
|---|---|
| Coefficient of variation (CV) | 7.9397036 |
| Kurtosis | 645.77877 |
| Mean | 0.057376643 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.319155 |
| Sum | 1157 |
| Variance | 0.20752902 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 19462 | |
| 1 | 513 | 2.5% |
| 2 | 114 | 0.6% |
| 3 | 24 | 0.1% |
| 5 | 20 | 0.1% |
| 4 | 13 | 0.1% |
| 6 | 8 | < 0.1% |
| 8 | 3 | < 0.1% |
| 16 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| Other values (2) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19462 | |
| 1 | 513 | 2.5% |
| 2 | 114 | 0.6% |
| 3 | 24 | 0.1% |
| 4 | 13 | 0.1% |
| 5 | 20 | 0.1% |
| 6 | 8 | < 0.1% |
| 8 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 16 | 3 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 20 | 0.1% |
| 4 | 13 | 0.1% |
| 3 | 24 | 0.1% |
| 2 | 114 |
Накоп зачет до исправления
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41105877 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 14717 |
| Zeros (%) | 73.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.81573903 |
|---|---|
| Coefficient of variation (CV) | 1.9844828 |
| Kurtosis | 7.4882876 |
| Mean | 0.41105877 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5198526 |
| Sum | 8289 |
| Variance | 0.66543017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 14717 | |
| 1 | 3631 | 18.0% |
| 2 | 1105 | 5.5% |
| 3 | 477 | 2.4% |
| 4 | 169 | 0.8% |
| 5 | 58 | 0.3% |
| 6 | 5 | < 0.1% |
| 7 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14717 | |
| 1 | 3631 | 18.0% |
| 2 | 1105 | 5.5% |
| 3 | 477 | 2.4% |
| 4 | 169 | 0.8% |
| 5 | 58 | 0.3% |
| 6 | 5 | < 0.1% |
| 7 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 3 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 58 | 0.3% |
| 4 | 169 | 0.8% |
| 3 | 477 | 2.4% |
| 2 | 1105 | 5.5% |
| 1 | 3631 | 18.0% |
| 0 | 14717 |
Накоп удовлетворительно до исправления
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24815274 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 17032 |
| Zeros (%) | 84.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.70042084 |
|---|---|
| Coefficient of variation (CV) | 2.8225392 |
| Kurtosis | 18.169881 |
| Mean | 0.24815274 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.840259 |
| Sum | 5004 |
| Variance | 0.49058935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 17032 | |
| 1 | 2005 | 9.9% |
| 2 | 696 | 3.5% |
| 3 | 232 | 1.2% |
| 4 | 118 | 0.6% |
| 5 | 53 | 0.3% |
| 6 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 17032 | |
| 1 | 2005 | 9.9% |
| 2 | 696 | 3.5% |
| 3 | 232 | 1.2% |
| 4 | 118 | 0.6% |
| 5 | 53 | 0.3% |
| 6 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 29 | 0.1% |
| 5 | 53 | 0.3% |
| 4 | 118 | 0.6% |
| 3 | 232 | 1.2% |
| 2 | 696 | 3.5% |
| 1 | 2005 | 9.9% |
| 0 | 17032 |
отчислен
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20165 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 3341 | 16.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 3341 | 16.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 3341 | 16.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20165 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 3341 | 16.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20165 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 3341 | 16.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20165 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16824 | |
| 1 | 3341 | 16.6% |
| Семестр | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | незачет до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | Форма обучения | Квалификация | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | отчислен | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Семестр | 1.000 | -0.065 | 0.019 | -0.035 | -0.043 | -0.030 | -0.035 | 0.175 | 0.927 | 0.463 | 0.706 | 0.452 | 0.054 | 0.302 | 0.483 | 0.415 | 0.093 | 0.496 | 0.408 | 0.239 | 0.270 | 0.084 | 0.106 | 0.100 | 0.161 | 0.118 | 0.080 | 0.110 |
| зачет сразу | -0.065 | 1.000 | -0.002 | 0.196 | 0.148 | -0.044 | -0.037 | -0.099 | 0.171 | -0.038 | 0.116 | 0.076 | -0.081 | -0.086 | -0.037 | 0.011 | -0.088 | 0.005 | -0.048 | 0.243 | 0.310 | 0.071 | 0.050 | 0.075 | 0.121 | 0.038 | 0.064 | 0.116 |
| удовлетворительно сразу | 0.019 | -0.002 | 1.000 | -0.100 | -0.510 | -0.007 | -0.004 | 0.102 | 0.044 | 0.669 | 0.019 | -0.466 | 0.044 | 0.184 | 0.086 | -0.204 | 0.047 | -0.010 | 0.149 | 0.259 | 0.201 | 0.076 | 0.055 | 0.084 | 0.017 | 0.080 | 0.065 | 0.250 |
| хорошо сразу | -0.035 | 0.196 | -0.100 | 1.000 | -0.285 | -0.020 | -0.030 | -0.028 | 0.031 | 0.052 | 0.440 | -0.182 | -0.034 | -0.006 | 0.039 | -0.037 | -0.040 | 0.001 | -0.013 | 0.064 | 0.131 | 0.000 | 0.014 | 0.045 | 0.040 | 0.051 | 0.033 | 0.017 |
| отлично сразу | -0.043 | 0.148 | -0.510 | -0.285 | 1.000 | 0.008 | -0.011 | -0.120 | 0.008 | -0.494 | -0.150 | 0.670 | -0.038 | -0.183 | -0.165 | 0.137 | -0.058 | 0.020 | -0.215 | 0.234 | 0.194 | 0.046 | 0.059 | 0.048 | 0.102 | 0.087 | 0.047 | 0.207 |
| зачет с исправлением | -0.030 | -0.044 | -0.007 | -0.020 | 0.008 | 1.000 | 0.593 | 0.020 | -0.042 | -0.018 | -0.034 | -0.007 | 0.457 | 0.046 | 0.014 | 0.004 | 0.293 | -0.015 | -0.011 | 0.016 | 0.050 | 0.595 | 0.411 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 |
| незачет до исправления | -0.035 | -0.037 | -0.004 | -0.030 | -0.011 | 0.593 | 1.000 | 0.053 | -0.043 | -0.008 | -0.044 | -0.022 | 0.297 | 0.104 | 0.027 | 0.018 | 0.490 | -0.026 | -0.011 | 0.020 | 0.054 | 0.611 | 0.409 | 0.024 | 0.000 | 0.000 | 0.000 | 0.062 |
| Накоп незачет сразу | 0.175 | -0.099 | 0.102 | -0.028 | -0.120 | 0.020 | 0.053 | 1.000 | 0.174 | 0.244 | 0.132 | -0.040 | 0.181 | 0.177 | 0.128 | 0.010 | 0.228 | 0.097 | 0.111 | 0.106 | 0.045 | 0.031 | 0.021 | 0.000 | 0.016 | 0.021 | 0.000 | 0.384 |
| Накоп зачет сразу | 0.927 | 0.171 | 0.044 | 0.031 | 0.008 | -0.042 | -0.043 | 0.174 | 1.000 | 0.477 | 0.750 | 0.464 | 0.037 | 0.268 | 0.455 | 0.416 | 0.080 | 0.483 | 0.382 | 0.145 | 0.311 | 0.077 | 0.102 | 0.083 | 0.161 | 0.110 | 0.062 | 0.172 |
| Накоп удовлетворительно сразу | 0.463 | -0.038 | 0.669 | 0.052 | -0.494 | -0.018 | -0.008 | 0.244 | 0.477 | 1.000 | 0.415 | -0.303 | 0.081 | 0.376 | 0.368 | -0.011 | 0.106 | 0.243 | 0.376 | 0.261 | 0.175 | 0.095 | 0.071 | 0.034 | 0.052 | 0.085 | 0.024 | 0.211 |
| Накоп хорошо сразу | 0.706 | 0.116 | 0.019 | 0.440 | -0.150 | -0.034 | -0.044 | 0.132 | 0.750 | 0.415 | 1.000 | 0.236 | 0.021 | 0.243 | 0.430 | 0.304 | 0.052 | 0.395 | 0.322 | 0.119 | 0.285 | 0.054 | 0.091 | 0.052 | 0.104 | 0.081 | 0.043 | 0.091 |
| Накоп отлично сразу | 0.452 | 0.076 | -0.466 | -0.182 | 0.670 | -0.007 | -0.022 | -0.040 | 0.464 | -0.303 | 0.236 | 1.000 | -0.016 | -0.030 | 0.097 | 0.406 | -0.010 | 0.297 | -0.003 | 0.140 | 0.145 | 0.025 | 0.025 | 0.086 | 0.076 | 0.034 | 0.045 | 0.181 |
| Накоп зачет с исправлением | 0.054 | -0.081 | 0.044 | -0.034 | -0.038 | 0.457 | 0.297 | 0.181 | 0.037 | 0.081 | 0.021 | -0.016 | 1.000 | 0.145 | 0.086 | 0.002 | 0.640 | 0.036 | 0.061 | 0.024 | 0.038 | 0.587 | 0.409 | 0.000 | 0.004 | 0.000 | 0.000 | 0.078 |
| Накоп удовлетворительно с исправлением | 0.302 | -0.086 | 0.184 | -0.006 | -0.183 | 0.046 | 0.104 | 0.177 | 0.268 | 0.376 | 0.243 | -0.030 | 0.145 | 1.000 | 0.208 | 0.010 | 0.274 | 0.518 | 0.211 | 0.147 | 0.102 | 0.406 | 0.067 | 0.009 | 0.172 | 0.071 | 0.000 | 0.107 |
| Накоп хорошо с исправлением | 0.483 | -0.037 | 0.086 | 0.039 | -0.165 | 0.014 | 0.027 | 0.128 | 0.455 | 0.368 | 0.430 | 0.097 | 0.086 | 0.208 | 1.000 | 0.223 | 0.150 | 0.482 | 0.735 | 0.124 | 0.132 | 0.027 | 0.341 | 0.037 | 0.136 | 0.279 | 0.027 | 0.026 |
| Накоп отлично с исправлением | 0.415 | 0.011 | -0.204 | -0.037 | 0.137 | 0.004 | 0.018 | 0.010 | 0.416 | -0.011 | 0.304 | 0.406 | 0.002 | 0.010 | 0.223 | 1.000 | 0.073 | 0.386 | 0.225 | 0.068 | 0.095 | 0.026 | 0.025 | 0.372 | 0.127 | 0.066 | 0.298 | 0.139 |
| Накоп незачет до исправления | 0.093 | -0.088 | 0.047 | -0.040 | -0.058 | 0.293 | 0.490 | 0.228 | 0.080 | 0.106 | 0.052 | -0.010 | 0.640 | 0.274 | 0.150 | 0.073 | 1.000 | 0.020 | 0.120 | 0.028 | 0.046 | 0.594 | 0.413 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 |
| Накоп зачет до исправления | 0.496 | 0.005 | -0.010 | 0.001 | 0.020 | -0.015 | -0.026 | 0.097 | 0.483 | 0.243 | 0.395 | 0.297 | 0.036 | 0.518 | 0.482 | 0.386 | 0.020 | 1.000 | 0.171 | 0.091 | 0.170 | 0.178 | 0.157 | 0.134 | 0.385 | 0.060 | 0.023 | 0.085 |
| Накоп удовлетворительно до исправления | 0.408 | -0.048 | 0.149 | -0.013 | -0.215 | -0.011 | -0.011 | 0.111 | 0.382 | 0.376 | 0.322 | -0.003 | 0.061 | 0.211 | 0.735 | 0.225 | 0.120 | 0.171 | 1.000 | 0.164 | 0.112 | 0.015 | 0.226 | 0.036 | 0.021 | 0.375 | 0.013 | 0.026 |
| Форма обучения | 0.239 | 0.243 | 0.259 | 0.064 | 0.234 | 0.016 | 0.020 | 0.106 | 0.145 | 0.261 | 0.119 | 0.140 | 0.024 | 0.147 | 0.124 | 0.068 | 0.028 | 0.091 | 0.164 | 1.000 | 0.284 | 0.068 | 0.045 | 0.077 | 0.021 | 0.077 | 0.065 | 0.200 |
| Квалификация | 0.270 | 0.310 | 0.201 | 0.131 | 0.194 | 0.050 | 0.054 | 0.045 | 0.311 | 0.175 | 0.285 | 0.145 | 0.038 | 0.102 | 0.132 | 0.095 | 0.046 | 0.170 | 0.112 | 0.284 | 1.000 | 0.049 | 0.065 | 0.095 | 0.100 | 0.055 | 0.079 | 0.176 |
| удовлетворительно с исправлением | 0.084 | 0.071 | 0.076 | 0.000 | 0.046 | 0.595 | 0.611 | 0.031 | 0.077 | 0.095 | 0.054 | 0.025 | 0.587 | 0.406 | 0.027 | 0.026 | 0.594 | 0.178 | 0.015 | 0.068 | 0.049 | 1.000 | 0.000 | 0.028 | 0.324 | 0.000 | 0.023 | 0.043 |
| хорошо с исправлением | 0.106 | 0.050 | 0.055 | 0.014 | 0.059 | 0.411 | 0.409 | 0.021 | 0.102 | 0.071 | 0.091 | 0.025 | 0.409 | 0.067 | 0.341 | 0.025 | 0.413 | 0.157 | 0.226 | 0.045 | 0.065 | 0.000 | 1.000 | 0.016 | 0.321 | 0.636 | 0.010 | 0.024 |
| отлично с исправлением | 0.100 | 0.075 | 0.084 | 0.045 | 0.048 | 0.000 | 0.024 | 0.000 | 0.083 | 0.034 | 0.052 | 0.086 | 0.000 | 0.009 | 0.037 | 0.372 | 0.000 | 0.134 | 0.036 | 0.077 | 0.095 | 0.028 | 0.016 | 1.000 | 0.262 | 0.053 | 0.777 | 0.095 |
| зачет до исправления | 0.161 | 0.121 | 0.017 | 0.040 | 0.102 | 0.000 | 0.000 | 0.016 | 0.161 | 0.052 | 0.104 | 0.076 | 0.004 | 0.172 | 0.136 | 0.127 | 0.000 | 0.385 | 0.021 | 0.021 | 0.100 | 0.324 | 0.321 | 0.262 | 1.000 | 0.019 | 0.029 | 0.029 |
| удовлетворительно до исправления | 0.118 | 0.038 | 0.080 | 0.051 | 0.087 | 0.000 | 0.000 | 0.021 | 0.110 | 0.085 | 0.081 | 0.034 | 0.000 | 0.071 | 0.279 | 0.066 | 0.000 | 0.060 | 0.375 | 0.077 | 0.055 | 0.000 | 0.636 | 0.053 | 0.019 | 1.000 | 0.000 | 0.019 |
| хорошо до исправления | 0.080 | 0.064 | 0.065 | 0.033 | 0.047 | 0.000 | 0.000 | 0.000 | 0.062 | 0.024 | 0.043 | 0.045 | 0.000 | 0.000 | 0.027 | 0.298 | 0.000 | 0.023 | 0.013 | 0.065 | 0.079 | 0.023 | 0.010 | 0.777 | 0.029 | 0.000 | 1.000 | 0.075 |
| отчислен | 0.110 | 0.116 | 0.250 | 0.017 | 0.207 | 0.044 | 0.062 | 0.384 | 0.172 | 0.211 | 0.091 | 0.181 | 0.078 | 0.107 | 0.026 | 0.139 | 0.090 | 0.085 | 0.026 | 0.200 | 0.176 | 0.043 | 0.024 | 0.095 | 0.029 | 0.019 | 0.075 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Семестр | Форма обучения | Квалификация | незачет сразу | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | незачет до исправления | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | отчислен | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 0 | 0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 |
| 1 | 2 | 2 | 0 | 0 | 5.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 11.0 | 1.0 | 1.0 | 3.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0 |
| 2 | 3 | 2 | 0 | 0 | 2.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 13.0 | 1.0 | 3.0 | 4.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0 |
| 3 | 4 | 2 | 0 | 0 | 4.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 17.0 | 1.0 | 3.0 | 6.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 3.0 | 0 |
| 4 | 5 | 2 | 0 | 0 | 5.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 22.0 | 1.0 | 5.0 | 6.0 | 0.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 4.0 | 0 |
| 5 | 6 | 2 | 0 | 0 | 4.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 26.0 | 1.0 | 7.0 | 6.0 | 0.0 | 0.0 | 4.0 | 1.0 | 0.0 | 0.0 | 5.0 | 0 |
| 6 | 7 | 2 | 0 | 0 | 3.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 29.0 | 1.0 | 10.0 | 6.0 | 0.0 | 0.0 | 5.0 | 1.0 | 0.0 | 0.0 | 6.0 | 0 |
| 7 | 8 | 2 | 0 | 0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 34.0 | 1.0 | 11.0 | 7.0 | 0.0 | 0.0 | 5.0 | 2.0 | 0.0 | 0.0 | 6.0 | 0 |
| 8 | 9 | 2 | 0 | 0 | 3.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 37.0 | 1.0 | 13.0 | 7.0 | 0.0 | 0.0 | 5.0 | 2.0 | 0.0 | 0.0 | 6.0 | 0 |
| 9 | 10 | 2 | 0 | 0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 38.0 | 1.0 | 13.0 | 8.0 | 0.0 | 0.0 | 5.0 | 3.0 | 0.0 | 0.0 | 6.0 | 0 |
| Семестр | Форма обучения | Квалификация | незачет сразу | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | незачет до исправления | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | отчислен | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20155 | 2 | 2 | 0 | 0 | 5.0 | 1.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | 3.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20156 | 2 | 2 | 0 | 0 | 5.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 | 5.0 | 11.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20157 | 3 | 2 | 0 | 0 | 3.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 25.0 | 8.0 | 14.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20158 | 4 | 2 | 0 | 0 | 3.0 | 1.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 28.0 | 9.0 | 17.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20159 | 5 | 2 | 0 | 0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 34.0 | 9.0 | 18.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20160 | 6 | 2 | 0 | 0 | 6.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 40.0 | 9.0 | 20.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20161 | 7 | 2 | 0 | 0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 44.0 | 9.0 | 22.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20162 | 8 | 2 | 0 | 0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 8.0 | 49.0 | 9.0 | 23.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20163 | 9 | 2 | 0 | 0 | 2.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 8.0 | 51.0 | 10.0 | 25.0 | 3.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1 |
| 20164 | 10 | 2 | 0 | 0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 52.0 | 10.0 | 27.0 | 3.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1 |
Most frequently occurring
| Семестр | Форма обучения | Квалификация | незачет сразу | зачет сразу | удовлетворительно сразу | хорошо сразу | отлично сразу | зачет с исправлением | удовлетворительно с исправлением | хорошо с исправлением | отлично с исправлением | незачет до исправления | зачет до исправления | удовлетворительно до исправления | хорошо до исправления | Накоп незачет сразу | Накоп зачет сразу | Накоп удовлетворительно сразу | Накоп хорошо сразу | Накоп отлично сразу | Накоп зачет с исправлением | Накоп удовлетворительно с исправлением | Накоп хорошо с исправлением | Накоп отлично с исправлением | Накоп незачет до исправления | Накоп зачет до исправления | Накоп удовлетворительно до исправления | отчислен | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 165 | 1 | 0 | 2 | 0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 232 |
| 214 | 1 | 0 | 3 | 0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 171 |
| 566 | 2 | 0 | 2 | 0 | 4.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 0.0 | 0.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 128 |
| 172 | 1 | 0 | 2 | 0 | 4.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 118 |
| 676 | 2 | 0 | 3 | 0 | 2.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 97 |
| 1042 | 3 | 0 | 3 | 0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 94 |
| 1163 | 4 | 0 | 3 | 0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 81 |
| 181 | 1 | 0 | 2 | 0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 73 |
| 18 | 1 | 0 | 0 | 0 | 4.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 68 |
| 1235 | 5 | 0 | 3 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 11.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 56 |